conftrace_

interactive decision making

6 papers

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Co-occurring keywords

regret bound (1926) reinforcement learning (4352) online estimation (11) information theory (491) information-theoretic lower bound (16) bandit learnability (1) sample-efficient learning (43) web navigation (20) large language model (13587) hierarchical prompting (7)

Papers

Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability NIPS 2024
Online Estimation via Offline Estimation: An Information-Theoretic Framework NIPS 2024
Hierarchical Prompting Assists Large Language Model on Web Navigation EMNLP 2023
Tight Guarantees for Interactive Decision Making with the Decision-Estimation Coefficient COLT 2023
Instance-Optimality in Interactive Decision Making: Toward a Non-Asymptotic Theory COLT 2023
Model-Free Reinforcement Learning with the Decision-Estimation Coefficient NIPS 2023